docs(FR-2571): document Model Store V2 and Auto Scaling Rules V2 (26.4.0+) by nowgnuesLee · Pull Request #6760 · lablup/backend.ai-webui

nowgnuesLee · 2026-04-16T09:38:05Z

Stacked on top of PR #6708 (the excl. model store PR). Completes the FR-2571 docs work by documenting the Model Store V2 and Auto Scaling Rules V2 surfaces that were intentionally deferred from #6708.

Structural approach

Decided with the user: document both legacy and V2 paths side-by-side, split by explicit Backend.AI manager version. Legacy prose stays in place as-is; V2 is appended as a versioned #### subsection with a :::note admonition pointing from the legacy block to the new block. No <details> collapsibles — both variants are equally visible.

The structural pattern used in every affected section:

### Section Heading

<legacy prose — kept, with legacy screenshot>

:::note
From Backend.AI version 26.4.0 onwards, this section has been redesigned. If
you are on an older version, the description above still applies. Otherwise,
refer to [Section (version 26.4.0 and later)](#section-version-26-4-0-and-later) below.
:::

<a id="section-version-26-4-0-and-later"></a>

#### Section (version 26.4.0 and later)

<V2 prose with new V2 screenshot>

Version resolution

Backend.AI manager 26.4.0 is the cutover version for both V2 surfaces. Verified at:

src/lib/backend.ai-client-esm.ts:895–904 — model-card-v2 (line 901) and prometheus-auto-scaling-rule (line 903) are both gated on isManagerVersionCompatibleWith('26.4.0').
.specs/draft-auto-scaling-rule-ux/spec.md:48 — auto-scaling spec explicitly states >=26.4.0.
.specs/model-store-v2-migration/dev-plan.md:13-25 — same manager version for model-store V2.

Changes (applied identically across en / ko / ja / th)

`model_serving.md` — three V2 subsections appended

### Auto Scaling Rules → #### Auto Scaling Rules (version 26.4.0 and later): new Prometheus metric source with preset + live preview, Single/Range condition segmented control with directional threshold, Time Window (replaces legacy CoolDown Seconds), Step Size as positive integer with contextual sign prefix, separate Min/Max Replicas fields, property filters + pagination + Last Triggered column, inline Edit/Delete on Condition cell.
## Model Store → ### Model Store (version 26.4.0 and later): search+sort layout (replaces Category/Task/Label dropdowns), card detail Drawer (replaces Modal), card 50%-opacity + Deploy-disabled state for zero-preset models, two-scenario Deploy flow (auto-deploy vs Deploy Model selection modal), explicit absence of Clone button with cross-page link to ../vfolder/vfolder.md.
### Admin Model Store Management → #### Admin Model Store Management (version 26.4.0 and later): new column set (Name / Title / Category / Task / Access Level / Domain / Project / Created At — no Labels, no separate Controls column), Private / Public access tags, name-only property filter, inline Edit/Delete on Name cell via BAINameActionCell, row-selection bulk delete, explicit note that Scan Project Model Cards button is not available in 26.4.0+.

Ripple edits (3 sites augmented, not replaced)

### Guide to Steps for Using Model Service :::tip block
### Creating a Service Definition File (two references)

Pattern: Run this model button (Deploy on version 26.4.0 and later).

7 new V2 screenshots

Captured in English UI, copied byte-identically to all 4 language images/ dirs (MD5 verified).

auto_scaling_rules_v2.png
auto_scaling_rules_modal_v2.png (Kernel + Single)
auto_scaling_rules_modal_prometheus_v2.png (Prometheus preset + Range)
model_store_page_v2.png
model_card_detail_drawer.png
model_card_deploy_modal.png
admin_model_card_list_v2.png

Existing legacy screenshots (auto_scaling_rules.png, auto_scaling_rules_modal.png, model_store_page.png, model_card_detail_modal.png, model_clone_dialog.png, admin_model_card_list.png) are untouched and continue to document the legacy variants.

Bug fix

Broken cross-reference [Data](#data) → [Data](../vfolder/vfolder.md) (relative cross-page link per project convention).

Structural parity verification

43 headings per file, identical #-level sequences across en/ko/ja/th.
3 English-only anchors (auto-scaling-rules-version-26-4-0-and-later, model-store-version-26-4-0-and-later, admin-model-store-management-version-26-4-0-and-later) present in all four files.
All 7 V2 image references identical across languages.
Legacy prose intact — only diffs outside the new V2 blocks are the 3 ripple-site rewrites.
book.config.yaml unchanged (no new top-level pages introduced).

Agent workflow

Planned via docs-update-planner → written via docs-update-writer → quality reviewed via docs-update-reviewer (18 auto-fixes applied: PUBLIC → Public tag casing, 3-space indented notes → :::note admonitions, Backend.AI version 26.4.0 prefix consistency) → screenshots via docs-screenshot-capturer.

Artifacts (in .agent-output/, gitignored):

docs-update-plan-model-store-and-autoscaling.md
docs-review-report-model-store-and-autoscaling.md

Checklist:

Documentation
Structural parity across en/ko/ja/th verified
Version number resolved (26.4.0) and referenced consistently
Cross-page links and image references verified
Legacy prose preserved; V2 subsections appended via :::note + anchor pattern
No TODO(needs-version) markers remain

🤖 Generated with Claude Code

nowgnuesLee · 2026-04-16T09:40:25Z

docs(FR-2624): translate remaining English headings in ja and th docs #6846
docs(FR-2623): reorganize admin model serving docs and remove clone references #6844
docs(FR-2603): add health check SVG diagrams for all 4 languages, replace ASCII art #6839
docs(FR-2603): update auto scaling V2 screenshots, fix bold rendering, correct health check initial status, revise condition/cooldown terminology #6807
docs(FR-2603): apply 26.4 model serving doc feedback — service launcher fields, vLLM/SGLang runtime params #6804
docs(FR-2571): address 26.4 docs feedback — remove legacy model serving sections and apply KO wording fixes #6778
docs: add endpoint detail page revision info, alert banners, and edit behavior docs #6767
docs(FR-2571): document Model Store V2 and Auto Scaling Rules V2 (26.4.0+) #6760 👈 (View in Graphite)
docs(FR-2571): address PR #6631 review feedback (excl. model store) #6708
docs(FR-2571): add Allowed Client IPs field to My Account dialog documentation #6631 : 1 other dependent PR (#6633 )
docs(FR-2570): recapture login screenshots with TOTP OTP screen in light mode #6630
docs(FR-2569): recapture start_announcement_banner in light mode #6625
docs(FR-2543): update model serving documentation with new features #6611
docs(FR-2542): update date selection UI in statistics documentation #6580
docs(FR-2541): fix permission label formatting in vfolder documentation #6579
docs(FR-2540): fix session type filters in session_page documentation #6578
docs(FR-2539): update copy button location in my_environments documentation #6577
docs(FR-2538): fix button labels in import_run documentation #6576
docs(FR-2537): add board customization and auto-refresh to dashboard docs #6575
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Copilot

Pull request overview

Documents the Backend.AI WebUI Model Store V2 and Auto Scaling Rules V2 (manager 26.4.0+) in the user manual while preserving the legacy UI documentation, applied consistently across en/ko/ja/th.

Changes:

Adds version-gated V2 subsections for Auto Scaling Rules, Model Store, and Admin Model Store Management (legacy + 26.4.0+ side-by-side with anchors and notes).
Updates “Run this model” button references to mention it is renamed to Deploy in 26.4.0+ and fixes the cross-page Data link.
Adds new V2 screenshots (copied across all language image directories).

Reviewed changes

Copilot reviewed 4 out of 32 changed files in this pull request and generated 14 comments.

Show a summary per file

File	Description
packages/backend.ai-webui-docs/src/en/model_serving/model_serving.md	Adds 26.4.0+ V2 documentation blocks and updates button wording/linking in English.
packages/backend.ai-webui-docs/src/ko/model_serving/model_serving.md	Same V2 doc blocks and ripple edits applied to Korean.
packages/backend.ai-webui-docs/src/ja/model_serving/model_serving.md	Same V2 doc blocks and ripple edits applied to Japanese.
packages/backend.ai-webui-docs/src/th/model_serving/model_serving.md	Same V2 doc blocks and ripple edits applied to Thai.
packages/backend.ai-webui-docs/src/en/images/auto_scaling_rules_v2.png	New screenshot for redesigned Auto Scaling Rules list (V2).
packages/backend.ai-webui-docs/src/en/images/auto_scaling_rules_modal_v2.png	New screenshot for redesigned Auto Scaling Rule editor (V2).
packages/backend.ai-webui-docs/src/en/images/auto_scaling_rules_modal_prometheus_v2.png	New screenshot showing Prometheus preset UX (V2).
packages/backend.ai-webui-docs/src/en/images/model_store_page_v2.png	New screenshot for redesigned Model Store page (V2).
packages/backend.ai-webui-docs/src/en/images/model_card_detail_drawer.png	New screenshot for model card detail drawer (V2).
packages/backend.ai-webui-docs/src/en/images/model_card_deploy_modal.png	New screenshot for Deploy Model modal (V2).
packages/backend.ai-webui-docs/src/en/images/admin_model_card_list_v2.png	New screenshot for Admin Model Store Management list (V2).
packages/backend.ai-webui-docs/src/ko/images/auto_scaling_rules_v2.png	Korean copy of the V2 Auto Scaling Rules list screenshot.
packages/backend.ai-webui-docs/src/ko/images/auto_scaling_rules_modal_v2.png	Korean copy of the V2 Auto Scaling Rule editor screenshot.
packages/backend.ai-webui-docs/src/ko/images/auto_scaling_rules_modal_prometheus_v2.png	Korean copy of the Prometheus preset UX screenshot.
packages/backend.ai-webui-docs/src/ko/images/model_store_page_v2.png	Korean copy of the V2 Model Store page screenshot.
packages/backend.ai-webui-docs/src/ko/images/model_card_detail_drawer.png	Korean copy of the V2 drawer screenshot.
packages/backend.ai-webui-docs/src/ko/images/model_card_deploy_modal.png	Korean copy of the V2 deploy modal screenshot.
packages/backend.ai-webui-docs/src/ko/images/admin_model_card_list_v2.png	Korean copy of the V2 admin list screenshot.
packages/backend.ai-webui-docs/src/ja/images/auto_scaling_rules_v2.png	Japanese copy of the V2 Auto Scaling Rules list screenshot.
packages/backend.ai-webui-docs/src/ja/images/auto_scaling_rules_modal_v2.png	Japanese copy of the V2 Auto Scaling Rule editor screenshot.
packages/backend.ai-webui-docs/src/ja/images/auto_scaling_rules_modal_prometheus_v2.png	Japanese copy of the Prometheus preset UX screenshot.
packages/backend.ai-webui-docs/src/ja/images/model_store_page_v2.png	Japanese copy of the V2 Model Store page screenshot.
packages/backend.ai-webui-docs/src/ja/images/model_card_detail_drawer.png	Japanese copy of the V2 drawer screenshot.
packages/backend.ai-webui-docs/src/ja/images/model_card_deploy_modal.png	Japanese copy of the V2 deploy modal screenshot.
packages/backend.ai-webui-docs/src/ja/images/admin_model_card_list_v2.png	Japanese copy of the V2 admin list screenshot.
packages/backend.ai-webui-docs/src/th/images/auto_scaling_rules_v2.png	Thai copy of the V2 Auto Scaling Rules list screenshot.
packages/backend.ai-webui-docs/src/th/images/auto_scaling_rules_modal_v2.png	Thai copy of the V2 Auto Scaling Rule editor screenshot.
packages/backend.ai-webui-docs/src/th/images/auto_scaling_rules_modal_prometheus_v2.png	Thai copy of the Prometheus preset UX screenshot.
packages/backend.ai-webui-docs/src/th/images/model_store_page_v2.png	Thai copy of the V2 Model Store page screenshot.
packages/backend.ai-webui-docs/src/th/images/model_card_detail_drawer.png	Thai copy of the V2 drawer screenshot.
packages/backend.ai-webui-docs/src/th/images/model_card_deploy_modal.png	Thai copy of the V2 deploy modal screenshot.
packages/backend.ai-webui-docs/src/th/images/admin_model_card_list_v2.png	Thai copy of the V2 admin list screenshot.

…ng sections and apply KO wording fixes Resolves Sujin's feedback thread for PRs #6760 and #6767: - Remove legacy (pre-26.4.0) sections: Auto Scaling Rules, Model Store (browsing/details/clone/run), Admin Model Store Management (create/edit/delete/scan). Promote the V2 subsections to main section content. - Drop `:::note` version-gate blocks, `#### (version 26.4.0 and later)` headings, and associated HTML anchors now that only the 26.4.0 UI is documented. - Remove the `Scan Project Model Cards` subsection entirely (no longer in UI). - Rewrite Auto Scaling `Step Size` direction with explicit threshold formulas (`[minThreshold] < [metric]`, `[metric] < [maxThreshold]`, `[minThreshold] < [metric] < [maxThreshold]`) instead of prose about `+`/`-`/`±`. - Korean translations: - Translate hardcoded 'No compatible presets available. This model cannot be deployed.' to Korean. - Apply 영어→한국어(영어) formatting consistency in Model Store field lists. - `Edit` → `수정` on Service Info card, routing-info alert, revision edit behavior note. - `Edit`/`Confirm` → `수정`/`업데이트` in Modifying a Service section. - Rewrite `Access Level Internal` description across all languages: clarify that Internal is visible only to administrators of the owning domain and project. - Simplify ripple references to the deploy button (`Run this model` (`Deploy` on 26.4.0) → `Deploy`) in EN/KO/JA/TH. - Add TODO(Recapture) markers for images that still reference legacy or placeholder states (`auto_scaling_rules_v2.png`, `service_launcher_runtime_variant.png`).

graphite-app · 2026-04-22T03:32:56Z

Merge activity

Apr 22, 3:32 AM UTC: ironAiken2 added this pull request to the Graphite merge queue.
Apr 22, 3:40 AM UTC: Merged by the Graphite merge queue.

…4.0+) (#6760) Stacked on top of PR #6708 (the `excl. model store` PR). Completes the FR-2571 docs work by documenting the Model Store V2 and Auto Scaling Rules V2 surfaces that were intentionally deferred from #6708. ## Structural approach Decided with the user: document **both legacy and V2 paths side-by-side, split by explicit Backend.AI manager version**. Legacy prose stays in place as-is; V2 is appended as a versioned `####` subsection with a `:::note` admonition pointing from the legacy block to the new block. No `<details>` collapsibles — both variants are equally visible. The structural pattern used in every affected section: ```markdown ### Section Heading <legacy prose — kept, with legacy screenshot> :::note From Backend.AI version 26.4.0 onwards, this section has been redesigned. If you are on an older version, the description above still applies. Otherwise, refer to [Section (version 26.4.0 and later)](#section-version-26-4-0-and-later) below. ::: <a id="section-version-26-4-0-and-later"></a> #### Section (version 26.4.0 and later) <V2 prose with new V2 screenshot> ``` ## Version resolution **Backend.AI manager 26.4.0** is the cutover version for both V2 surfaces. Verified at: - `src/lib/backend.ai-client-esm.ts:895–904` — `model-card-v2` (line 901) and `prometheus-auto-scaling-rule` (line 903) are both gated on `isManagerVersionCompatibleWith('26.4.0')`. - `.specs/draft-auto-scaling-rule-ux/spec.md:48` — auto-scaling spec explicitly states `>=26.4.0`. - `.specs/model-store-v2-migration/dev-plan.md:13-25` — same manager version for model-store V2. ## Changes (applied identically across en / ko / ja / th) ### `model_serving.md` — three V2 subsections appended 1. **`### Auto Scaling Rules` → `#### Auto Scaling Rules (version 26.4.0 and later)`**: new Prometheus metric source with preset + live preview, Single/Range condition segmented control with directional threshold, Time Window (replaces legacy CoolDown Seconds), Step Size as positive integer with contextual sign prefix, separate Min/Max Replicas fields, property filters + pagination + Last Triggered column, inline Edit/Delete on Condition cell. 2. **`## Model Store` → `### Model Store (version 26.4.0 and later)`**: search+sort layout (replaces Category/Task/Label dropdowns), card detail Drawer (replaces Modal), card 50%-opacity + Deploy-disabled state for zero-preset models, two-scenario Deploy flow (auto-deploy vs Deploy Model selection modal), explicit absence of Clone button with cross-page link to `../vfolder/vfolder.md`. 3. **`### Admin Model Store Management` → `#### Admin Model Store Management (version 26.4.0 and later)`**: new column set (Name / Title / Category / Task / Access Level / Domain / Project / Created At — no Labels, no separate Controls column), `Private` / `Public` access tags, name-only property filter, inline Edit/Delete on Name cell via `BAINameActionCell`, row-selection bulk delete, explicit note that `Scan Project Model Cards` button is not available in 26.4.0+. ### Ripple edits (3 sites augmented, not replaced) - `### Guide to Steps for Using Model Service` `:::tip` block - `### Creating a Service Definition File` (two references) Pattern: ``Run this model`` button (``Deploy`` on version 26.4.0 and later). ### 7 new V2 screenshots Captured in English UI, copied byte-identically to all 4 language `images/` dirs (MD5 verified). - `auto_scaling_rules_v2.png` - `auto_scaling_rules_modal_v2.png` (Kernel + Single) - `auto_scaling_rules_modal_prometheus_v2.png` (Prometheus preset + Range) - `model_store_page_v2.png` - `model_card_detail_drawer.png` - `model_card_deploy_modal.png` - `admin_model_card_list_v2.png` Existing legacy screenshots (`auto_scaling_rules.png`, `auto_scaling_rules_modal.png`, `model_store_page.png`, `model_card_detail_modal.png`, `model_clone_dialog.png`, `admin_model_card_list.png`) are untouched and continue to document the legacy variants. ### Bug fix Broken cross-reference `[Data](#data)` → `[Data](../vfolder/vfolder.md)` (relative cross-page link per project convention). ## Structural parity verification - 43 headings per file, identical `#`-level sequences across en/ko/ja/th. - 3 English-only anchors (`auto-scaling-rules-version-26-4-0-and-later`, `model-store-version-26-4-0-and-later`, `admin-model-store-management-version-26-4-0-and-later`) present in all four files. - All 7 V2 image references identical across languages. - Legacy prose intact — only diffs outside the new V2 blocks are the 3 ripple-site rewrites. - `book.config.yaml` unchanged (no new top-level pages introduced). ## Agent workflow Planned via `docs-update-planner` → written via `docs-update-writer` → quality reviewed via `docs-update-reviewer` (18 auto-fixes applied: PUBLIC → Public tag casing, 3-space indented notes → `:::note` admonitions, `Backend.AI version 26.4.0` prefix consistency) → screenshots via `docs-screenshot-capturer`. Artifacts (in `.agent-output/`, gitignored): - `docs-update-plan-model-store-and-autoscaling.md` - `docs-review-report-model-store-and-autoscaling.md` **Checklist:** - [x] Documentation - [x] Structural parity across en/ko/ja/th verified - [x] Version number resolved (26.4.0) and referenced consistently - [x] Cross-page links and image references verified - [x] Legacy prose preserved; V2 subsections appended via `:::note` + anchor pattern - [x] No `TODO(needs-version)` markers remain 🤖 Generated with [Claude Code](https://claude.com/claude-code)

Copilot AI review requested due to automatic review settings April 16, 2026 09:38

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nowgnuesLee mentioned this pull request Apr 16, 2026

docs(FR-2571): address PR #6631 review feedback (excl. model store) #6708

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agatha197 mentioned this pull request Apr 16, 2026

Add endpoint detail page documentation (revision info, alerts, edit behavior) #6766

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agatha197 force-pushed the 04-15-docs_fr-2571_address_pr_6631_review_feedback_excl._model_store_ branch from eca7dc0 to f02fa57 Compare April 16, 2026 14:47

agatha197 force-pushed the 04-16-docs_fr-2571_document_model_store_v2_and_auto_scaling_rules_v2_26.4.0_ branch from e014a1d to 2b1f91f Compare April 16, 2026 14:47

agatha197 mentioned this pull request Apr 16, 2026

docs: add endpoint detail page revision info, alert banners, and edit behavior docs #6767

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agatha197 force-pushed the 04-16-docs_fr-2571_document_model_store_v2_and_auto_scaling_rules_v2_26.4.0_ branch from 2b1f91f to 5dbb8e0 Compare April 16, 2026 14:51

This was referenced Apr 17, 2026

docs(FR-2571): address 26.4 docs feedback — remove legacy model serving sections and apply KO wording fixes #6778

Merged

docs(FR-2543): update model serving documentation with new features #6611

Merged

agatha197 mentioned this pull request Apr 17, 2026

Apply additional 26.4 model serving doc feedback — runtime params and service launcher fields #6803

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agatha197 force-pushed the 04-16-docs_fr-2571_document_model_store_v2_and_auto_scaling_rules_v2_26.4.0_ branch from 5dbb8e0 to a78a74d Compare April 21, 2026 10:23

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docs(FR-2571): document Model Store V2 and Auto Scaling Rules V2 (26.4.0+)#6760

docs(FR-2571): document Model Store V2 and Auto Scaling Rules V2 (26.4.0+)#6760
graphite-app[bot] merged 1 commit intomainfrom
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nowgnuesLee commented Apr 16, 2026

Structural approach

Version resolution

Changes (applied identically across en / ko / ja / th)

model_serving.md — three V2 subsections appended

Ripple edits (3 sites augmented, not replaced)

7 new V2 screenshots

Bug fix

Structural parity verification

Agent workflow

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`model_serving.md` — three V2 subsections appended

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